BIGRIO ODYSSEY ACCELERATOR

BigRio Odyssey Accelerator enables businesses of all sizes who want to use GenAI to transform the way they search or query enterprise data, design workflows, derive enterprise analytics, report generation, dashboards, and more, to build a proof of concept before scaling it enterprise wide. The Odyssey Accelerator allows employees and other stakeholders of the organization to connect to all enterprise knowledge, search, chat, and query, without having to expose or compromise their data to the public domain.

BigRio is your trusted partner. We bring years of expertise in building custom AI solutions and our innovative consulting approach to design the accelerator as per client’s requirements.

Large Language Models (LLMs) are transforming how we digest vast amounts of information, making it possible to generate summaries, detailed reports, and interactive dashboards that help users understand complex data. However, these powerful models all have inherent limitations:

• Outdated Information: LLMs operate with a fixed knowledge cutoff date, which means they cannot include the most recent public information or updates.
• Potential for Inaccuracies: Without sufficient data, LLMs can still attempt to generate responses, which might lead to inaccurate or misleading outputs.
• Exclusion of Private Data: These models generally do not have access to private collections of data, limiting their ability to provide insights based on confidential or proprietary information.

Retrieval-augmented generation (RAG) is a cutting-edge generative AI methodology, emerging as a powerful tool for various use cases. It excels in enhancing report generation, dashboards, and the analysis of complex information by intelligently integrating relevant, up-to-date data into coherent outputs. RAG’s ability to dynamically pull and synthesize information from vast data sources ensures that decision-makers have access to the most accurate and current insights, making it indispensable for informed decision-making and strategic planning.

The rapid advancement of RAG technology is evidenced by ongoing research and recent publications, which continuously explore new techniques to enhance accuracy and performance. This underscores the technology’s potential and its powerful impact, particularly in enterprise applications.

BigRio’s Odyssey Accelerator serves as the foundational framework for deploying tailored RAG solutions. Odyssey input starts with a list of files or a folder of files, so the collections must be defined by the client ahead of time. Equipped with common functionalities from the outset, Odyssey provides a strategic advantage, allowing us to swiftly engage in customization. By initiating Agile sprints at the proof of concept (PoC) stage, we collaborate closely with our customers to iterate rapidly, optimizing both time and accuracy. Our proactive approach ensures that we are not just keeping pace with current technological advancements but are also prepared to lead the development of innovative, scaled-up solutions that meet emerging needs.